A joint hybrid model of the choices of container terminals and of dwell time

被引:4
|
作者
Irannezhad, Elnaz [1 ]
Prato, Carlo [2 ]
Hickman, Mark [2 ]
机构
[1] Univ Queensland, Sch Econ, Brisbane, Qld 4072, Australia
[2] Univ Queensland, Sch Civil Engn, Brisbane, Qld, Australia
关键词
Choice to use container terminals; Choice of container dwell time; Port hinterland freight network; Joint choice models; Latent variable models; Hybrid choice models; Missing data; SHIPMENT SIZE;
D O I
10.1016/j.tre.2017.12.005
中图分类号
F [经济];
学科分类号
02 ;
摘要
This study presents a joint discrete-discrete copula-based model that simultaneously estimates the determinants of the choice to use a container terminal and of the choice of dwell time. Moreover, this study proposes the treatment of missing information as a latent variable by specifying a hybrid version of the joint copula-based model. Model estimates show the practicality of enriching a dataset with missing information via a robust econometric solution. Results also illustrate the importance of distance, time-of-day, and industry type on the choice of using CTs and on the decision of the dwell time in both import and export container transport.
引用
收藏
页码:119 / 133
页数:15
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